Reference material
From 6.034 Wiki
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| 2 || Fri || Pattie Maes || 3srn || - | | 2 || Fri || Pattie Maes || 3srn || - | ||
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| + | | 5 || Mon || Quiz 3|| - || - | ||
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| + | | 7 || Wed || Architecture: <!--[http://courses.csail.mit.edu/6.034f/ai3/Emotionmachine.pdf Slides] <br>-->GPS, [http://courses.csail.mit.edu/6.034f/ai3/SOAR.pdf SOAR], [http://courses.csail.mit.edu/6.034f/ai3/Subsumption.pdf Subsumption], [http://web.media.mit.edu/~minsky/eb5.html Society of Mind]|| 4srn || | ||
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| + | | 9 || Fri || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Lightning review: Probability] || 4 || Tumbling Dice, Stones | ||
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| + | | 12 || Mon || Holiday: Veteran's day || - || - | ||
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| + | | 14 || Wed || [http://courses.csail.mit.edu/6.034f/ai3/bayes.pdf Probabilistic inference] || 4 || Searchin', Coasters | ||
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| + | | 16 || Fri || Vikash Mansinghka: Statistical systems || 4srn || -- | ||
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| + | | 19 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/boosting.pdf Boosting (Winston and Ortiz notes)], [http://courses.csail.mit.edu/6.034f/ai3/msri.pdf Boosting (Shapire paper)] || 4 || Workin' together, Ike and Tina Turner | ||
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| + | | 21 || Wed || The AI Biz || - || Money, Money, ABBA | ||
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| + | | 23 || Fri || Holiday: Thanksgiving || - || - | ||
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| + | | 26 || Mon || [http://courses.csail.mit.edu/6.034f/ai3/Berwick.pdf Bob Berwick: The truth about human intelligence; Merge] || 4srn || Animals, Stop Making Sense | ||
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| + | | 28 || Wed || [http://courses.csail.mit.edu/6.034f/Manifesto.pdf Patrick Winston: The truth about human intelligence: Stories] || 4srn || -- <!-- Will.I.Am and the Black-Eyed Peas --> | ||
Revision as of 16:35, 6 October 2018
Assignment of material to quizzes is tentative, but final assignment will be announced well before each quiz.
srn in an assignment means the material will be in the "spiritual" and "right-now" part of the quiz. See Grading and collaboration policy.
| September | Day | Topic | Quiz # | Playlist |
|---|---|---|---|---|
| 5 | Wed | What it's all about | This could be the last time, Stones | |
| 7 | Fri | Goal trees and problem solving | 1 | Start me up, Stones |
| 10 | Mon | Rule-based expert systems (pp.53-60) | 1 | It's Only Rock and Roll |
| 12 | Wed | Lightning review: Basic search | 1 | Searchin', Beatles |
| 14 | Fri | Optimal search | 1 | Route 66, Stones |
| 17 | Mon | Games | 1 | Oh no, not you again |
| 19 | Wed | Constraints in interpretation | 2srn | I Can't Get No Satisfaction, Stones |
| 21 | Fri | Holiday: Student | - | - |
| 24 | Mon | Marc Raibert | 2srn | - |
| 26 | Wed | Constraints in resource allocation | 2 | Paint it Black, Stones |
| 28 | Fri | Quiz 1 | - | - |
| October | Day | Topic | Quiz # | Playlist |
| 1 | Mon | Nearest neighbor learning /Sleep | 2 | ABC song, Ray Charles et al. |
| 34 | Wed | Identification tree learning | 2 | Romanian national anthem, Desteapta-te române |
| 5 | Fri | Edward Boyden: Real neural nets | 2srn | Vivaldi, Four Seasons |
| 8 | Mon | Holiday: Columbus day | - | - |
| 10 | Wed | Neural net learning | 3 | 19th Nervous Breakdown, Stones |
| 12 | Fri | Deep neural nets | 2srn | Ain't no mountain high enough, Marvin Gaye |
| 15 | Mon | AlphaGo and AlphaGo Zero | 2srn | It's all in a game, Tommy Edwards |
| 17 | Wed | Learning in sparse spaces | 2srn | You talk too much, Peas |
| 19 | Fri | Quiz 2 | - | - |
| 22 | Mon | Support-vector machines, SVM (and Boosting) Notes | 3 | |
| 24 | Wed | Deniz Yuret: Recursive neural nets | 3srn | You ain' nothin' but a hound dog, Presley |
| 26 | Fri | Genetic algorithms | 3srn | Let's spend the night together, Stones |
| 29 | Mon | Learning from near misses | 3/3srn | Creepy music for Halloween |
| 31 | Wed | Representation | 3srn | Thus spake Zarathustra, Strauss |
| October | Day | Topic | Quiz # | Playlist |
| 2 | Fri | Pattie Maes | 3srn | - |
| 5 | Mon | Quiz 3 | - | - |
| 7 | Wed | Architecture: GPS, SOAR, Subsumption, Society of Mind | 4srn | |
| 9 | Fri | Lightning review: Probability | 4 | Tumbling Dice, Stones |
| 12 | Mon | Holiday: Veteran's day | - | - |
| 14 | Wed | Probabilistic inference | 4 | Searchin', Coasters |
| 16 | Fri | Vikash Mansinghka: Statistical systems | 4srn | -- |
| 19 | Mon | Boosting (Winston and Ortiz notes), Boosting (Shapire paper) | 4 | Workin' together, Ike and Tina Turner |
| 21 | Wed | The AI Biz | - | Money, Money, ABBA |
| 23 | Fri | Holiday: Thanksgiving | - | - |
| 26 | Mon | Bob Berwick: The truth about human intelligence; Merge | 4srn | Animals, Stop Making Sense |
| 28 | Wed | Patrick Winston: The truth about human intelligence: Stories | 4srn | -- |
